Compact byte-level RoPE Transformer + File-Tree Encoder models and Swarm Health Adapters for real-time BitTorrent, DHT, and media classification.
AI & ML interests
Compact byte-level neural classifiers, conformal safety calibration, and swarm-health telemetry models for the NorviTech Suite.